Update README.md

README.md

@@ -177,44 +177,7 @@ We've standardized the naming to "validation" throughout this documentation for
 
 One text file in the validated split was flagged for being too short (2 characters), but was still included in the final dataset.
 
-The processed dataset was saved as 'commonvoice_17_tr_fixed' with corresponding split metrics in JSON format.
-
-### Detailed Split Metrics (JSON)
-
-```json
-{
-  "train": {
-    "file_count": 26501,
-    "total_duration_hours": 19.84,
-    "min_duration_seconds": 1.04,
-    "max_duration_seconds": 9.58,
-    "avg_duration_seconds": 2.69
-  },
-  "test": {
-    "file_count": 9650,
-    "total_duration_hours": 7.33,
-    "min_duration_seconds": 1.08,
-    "max_duration_seconds": 9.29,
-    "avg_duration_seconds": 2.74
-  },
-  "validation": {
-    "file_count": 8639,
-    "total_duration_hours": 6.27,
-    "min_duration_seconds": 1.04,
-    "max_duration_seconds": 9.18,
-    "avg_duration_seconds": 2.61
-  },
-  "validated": {
-    "file_count": 46345,
-    "total_duration_hours": 32.69,
-    "min_duration_seconds": 1.04,
-    "max_duration_seconds": 9.07,
-    "avg_duration_seconds": 2.54
-  }
-}
-```
-
-This JSON format makes it easy to use these metrics programmatically in other tools and analyses.
+The processed dataset was saved as 'commonvoice_17_tr_fixed'.
 
 ## Text Processing and Standardization
 
@@ -223,21 +186,18 @@ This JSON format makes it easy to use these metrics programmatically in other to
 - Simplified the character set by:
   - Standardizing quotation marks
   - Removing infrequently used special characters
-  - Normalizing Turkish-specific characters
 
 ### Text Quality Improvements
 - Generated word frequency metrics to identify potential issues
 - Corrected common Turkish typos and grammar errors
 - Standardized punctuation and spacing
-- Fixed inconsistent letter casing
 
 ## Results
 
 The final dataset shows significant improvements:
-- Clean, non-overlapping splits preventing data leakage
 - Removed unnecessary silence and noise from audio
 - Consistent audio durations above 1.0 seconds
 - Standardized text with corrected Turkish grammar and typography
 - Maintained original metadata (age, upvotes, etc.)
 
-These improvements make the dataset more suitable for training speech recognition models while maintaining the diversity and richness of the original CommonVoice collection.
+These improvements make the dataset more suitable for training speech recognition models while maintaining the diversity and richness of the original CommonVoice collection.